{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pickle\n",
    "points=pickle.load(open('data.pkl','rb'))\n",
    "def get_listx_listy(points):\n",
    "    x,y=[],[]\n",
    "    for point in points:\n",
    "        x.append(point[0])\n",
    "        y.append(point[1])\n",
    "    return x,y\n",
    "x,y=get_listx_listy(points)\n",
    "colors=[]\n",
    "init_index=[16,4,8,12]\n",
    "center_points=[points[i] for i in init_index]\n",
    "for i in range(len(x)):\n",
    "    if i==init_index[0]:colors.append(\"red\")\n",
    "    elif i==init_index[1]:colors.append(\"green\")\n",
    "    elif i==init_index[2]:colors.append(\"orange\")\n",
    "    elif i==init_index[3]:colors.append(\"yellow\")\n",
    "    else:colors.append(\"white\")\n",
    "# plt.rcParams['axes.facecolor'] = 'black'\n",
    "# plt.scatter(x,y,c=colors)\n",
    "# plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "def get_distance(point1,point2):\n",
    "    return math.sqrt(sum([(a - b)**2 for (a,b) in zip(point1,point2)]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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4.2370964273715135], [3.840527324794691, 5.777213479069316], [5.8810353366296, 2.4703259425849393], [4.7769525401153725, 5.851879584376528], [5.438045042769503, 3.3358177740872224], [5.358802367823767, 4.564736332931491], [3.5675289682466773, 5.286056282403687], [5.481725180455986, 2.4559111170239216], [4.047230580025479, 4.101747854877325], [3.5953396817061973, 4.328374859494503], [4.267241715297396, 3.2252065554763525], [5.030456496542714, 5.29545288028825], [3.4698449626058157, 4.912620663020154], [5.129385195321916, 3.307895021321086], [5.780580541055407, 5.281458291244292], [5.271520071320751, 3.0832537059157925], [5.25560809331456, 4.538902664108006], [3.188031260385192, 4.77140390279562], [5.587889440158976, 3.636172074863043], [5.866667407854649, 5.877420623145278], [4.423413244074215, 2.113299438609313], [5.039138674744976, 4.26859303604718], [4.327733085820845, 3.80498019609095], [4.5981336070295455, 5.097291545404923], [4.848248148765795, 3.6696690853111167], [4.356546555243306, 4.968638215666147], [3.4530853665147836, 4.42622023041283], [4.462290031824365, 3.5397634288562863], [5.821237508716577, 4.097352661283457], [5.465536420307263, 3.886140407173067], [4.667164500451873, 4.1465058073127485], [5.673678474040342, 2.919656232720245], [5.44695881190404, 5.542468832999731], [3.1587611638855986, 5.684724858454798], [4.830118889090254, 2.182381156115174], [5.141379686712526, 4.612270508549858], [5.742906743127631, 2.1022123532467027], [4.861929535956181, 4.128619174434201], [4.354045180924812, 2.671890700259831], [4.081007280853852, 4.327234098905563], [3.4713529926767563, 4.889174761956273], [4.383377282575201, 3.4356504437263515], [4.231443757181607, 5.0248246754800485], [4.2007342414808395, 3.572676915832198], [4.156878454628954, 4.861634931480707], [5.055713404074876, 3.0199111211625675], [4.384303476772359, 4.351784271626793], [3.5422896643077078, 4.287461706808183], [5.747418054987729, 3.310584330951312], [4.72621120534904, 4.823976781401119], [5.354301247131138, 3.888257561288596], [5.709201276484763, 4.768593409910147], [5.851449789501099, 2.926740358751864], [4.889662362534165, 5.399831786381036], [5.584733010889132, 3.8591649851067187], [5.479196820355003, 4.681628454518353], [5.529877982393746, 2.3776479491415556], [5.447183307955748, 4.412282922720051], [3.301536883832759, 4.227694645518951], [5.047646589711128, 3.357824011258372], [4.677732463249458, 5.894351496327273], [5.526391188221773, 2.1576940138768217], [5.005081770303751, 4.515157506061482], [3.481320481430142, 4.150203730070918], [4.209896648713896, 3.3985471223952093], [4.784513477049056, 4.038898781670464], [5.706688485011123, 3.3611995889648334], [4.928196186309773, 5.757480135931088], [3.2597972914921924, 4.683344763631493], [4.517964567666004, 3.2781566084400042], [5.56090928551552, 4.709706606630631], [3.243629695265641, 4.644557041205918], [5.504098868021782, 2.2553353358549213], [4.756906241152981, 5.023227287255885], [3.805420652212094, 5.889774925908112], [4.374775165384655, 2.3820612797560345], [4.9954218222409175, 5.010380153946871], [3.8564839545537213, 4.7374820242389815], [4.725783216738625, 3.2411955792126106], [4.3543890509903855, 5.115209018244608], [4.222367445300588, 3.7329100094551713], [4.293809653156384, 5.053661091794893], [4.65489085068726, 2.592925134443669], [4.844333018790513, 5.239563467780169], [5.542372182345915, 3.877539710524799], [4.468998349257292, 4.653466563632358], [3.5970712354061973, 4.129669651763938], [5.082943054883667, 2.88518994523034], [5.240094322702005, 4.482909425430414], [2.9528706292432245, 5.283861999618276], [5.209922359626619, 3.3818726416178446], [5.666333039866851, 4.035562037181869], [3.5878439826449378, 4.563684944752257], [4.673929828656641, 3.1024467528566446], [4.5435920284066125, 4.541477131711483], [5.69160727904499, 2.55993456129261], [5.011892815440815, 5.485602918194691], [3.7793643346973376, 4.5575236091159015], [4.442382462316675, 2.7650159046524916], [3.6911335858605785, 3.854514788332589], [4.183250679943452, 5.789755625529683], [3.513765981141135, 5.718475518670806], [5.8475030438094375, 2.105560641496019], [4.0364334706334155, 4.685240077063104], [3.859512569661467, 4.143139131147789], [5.143894816501917, 3.7653606928148355], [4.959811158269456, 4.198881722660741], [3.65751256835586, 4.343636128028372], [5.336494524476716, 3.548498082026324], [4.96100842062286, 5.045549150338294], [3.224707815403898, 4.53609175956499], [4.9297734731137135, 3.0270628874379444], [5.478028308860756, 4.688364758920287], [5.480449269758824, 3.3252758990628095], [4.37399014520138, 5.839532915511851], [3.689331286648855, 4.418131507382201], [5.146068168234084, 3.242784024834776], [5.510443864542593, 4.08829318662674], [4.299841771421955, 3.4843225266960345], [4.614027538003331, 4.519178436605112], [3.0609444122811134, 4.78294691286686], [4.727680269984345, 3.557478657350455], [4.945768022606943, 5.460886334026856], [3.264507764562742, 4.892042478718866], [4.734500890613796, 3.8197953274797403], [4.936423837794768, 5.560096545040356], [5.600919593124622, 3.141945198282217]]]\n"
     ]
    }
   ],
   "source": [
    "group4=[[],[],[],[]]\n",
    "colors=[\"red\",\"green\",\"orange\",\"yellow\"]\n",
    "group4_without_color=[[],[],[],[]]\n",
    "for point in points:\n",
    "    distance1=get_distance(point,center_points[0])\n",
    "    distance2=get_distance(point,center_points[1])\n",
    "    distance3=get_distance(point,center_points[2])\n",
    "    distance4=get_distance(point,center_points[3])\n",
    "    distances=[distance1,distance2,distance3,distance4]\n",
    "    min_index=distances.index(min(distances))\n",
    "    group4[min_index].append([point[0],point[1],colors[min_index]])\n",
    "    group4_without_color[min_index].append(point)\n",
    "print(group4)\n",
    "print(group4_without_color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# print(group4)\n",
    "def get_xlist_ylist_colorlist(groups):\n",
    "    x,y,color=[],[],[]\n",
    "    for group in groups:\n",
    "        for x_y_color in group:\n",
    "            x.append(x_y_color[0])\n",
    "            y.append(x_y_color[1])\n",
    "            color.append(x_y_color[2])\n",
    "    return x,y,color\n",
    "x,y,color2=get_xlist_ylist_colorlist(group4)\n",
    "plt.rcParams['axes.facecolor'] = 'black'\n",
    "plt.scatter(x,y,c=color2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[3.41944530992996, 3.1887408850474026], [2.4479472630986074, 4.64116900375248], [2.6588010668931306, 2.615468268767241], [4.647241789231212, 4.165612316353973]]\n"
     ]
    }
   ],
   "source": [
    "\n",
    "#重新计算center_points\n",
    "import numpy as np\n",
    "center_points=[]\n",
    "for group in group4_without_color:\n",
    "    center_points.append(list(np.mean(group,axis=0)))\n",
    "print(center_points)"
   ]
  }
 ],
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